##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 563549  39.373%  (99.603% of non-spam corpus)
# Correctly spam:     697679  48.744%  (80.607% of spam corpus)
# False positives:      2245  0.157%  (0.397% of nonspam, 100253 weighted)
# False negatives:    167850  11.727%  (19.393% of spam, 415077 weighted)
# Average score for spam:  12.6    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.5
# TOTAL:              1431323  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70349  99.59%
# Correctly spam:      87507  81.01%
# False positives:       287  0.41%
# False negatives:     20516  18.99%
# TCR(l=50): 3.098233  SpamRecall: 81.008%  SpamPrec: 99.673%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 550428  97.28%
# Correctly spam:     428669  49.53%
# False positives:     15366  2.72%
# False negatives:    436860  50.47%
# TCR(l=50): 0.718186  SpamRecall: 49.527%  SpamPrec: 96.539%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  68786  97.38%
# Correctly spam:      53963  49.96%
# False positives:      1850  2.62%
# False negatives:     54060  50.04%
# TCR(l=50): 0.737056  SpamRecall: 49.955%  SpamPrec: 96.685%